diff --git a/model.py b/model.py
index 571fe32c8..c77ba93b1 100755
--- a/model.py
+++ b/model.py
@@ -383,8 +383,6 @@ def decode(self, decoder_input, attention_weights=None):
             cell_input, (self.attention_hidden, self.attention_cell))
         self.attention_hidden = F.dropout(
             self.attention_hidden, self.p_attention_dropout, self.training)
-        self.attention_cell = F.dropout(
-            self.attention_cell, self.p_attention_dropout, self.training)
 
         attention_weights_cat = torch.cat(
             (self.attention_weights.unsqueeze(1),
@@ -400,8 +398,6 @@ def decode(self, decoder_input, attention_weights=None):
             decoder_input, (self.decoder_hidden, self.decoder_cell))
         self.decoder_hidden = F.dropout(
             self.decoder_hidden, self.p_decoder_dropout, self.training)
-        self.decoder_cell = F.dropout(
-            self.decoder_cell, self.p_decoder_dropout, self.training)
 
         decoder_hidden_attention_context = torch.cat(
             (self.decoder_hidden, self.attention_context), dim=1)